End-to-end scouting analysis built in R as part of my MSc in Football Data Analytics. Using performance data from the 2024/25 season, I applied a custom scoring system and similarity algorithm to identify and rank the best young forward candidates to replace Robert Lewandowski at FC Barcelona.